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Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision

Computer Vision and Pattern Recognition (CVPR), 2019

16 December 2019

Papers citing "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

50 / 727 papers shown

Title
HVH: Learning a Hybrid Neural Volumetric Representation for Dynamic Hair Performance Capture Ziyan Wang Giljoo Nam Tuur Stuyck Stephen Lombardi Michael Zollhoefer Jessica Hodgins Christoph Lassner 3DH 180 34 0 13 Dec 2021
Representing 3D Shapes with Probabilistic Directed Distance Fields Tristan Aumentado-Armstrong Stavros Tsogkas Sven J. Dickinson Allan D. Jepson 128 25 0 10 Dec 2021
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation Anthony Simeonov Yilun Du Andrea Tagliasacchi J. Tenenbaum Alberto Rodriguez Pulkit Agrawal Vincent Sitzmann 208 281 0 09 Dec 2021
Deep Visual Constraints: Neural Implicit Models for Manipulation Planning from Visual Input Jung-Su Ha Danny Driess Marc Toussaint 202 12 0 09 Dec 2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation David B. Lindell Dave Van Veen Jeong Joon Park Gordon Wetzstein 218 173 0 09 Dec 2021
Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering Mingfei Chen Jianfeng Zhang Xiangyu Xu Lijuan Liu Yujun Cai Jiashi Feng Shuicheng Yan 3DH AI4CE 317 55 0 08 Dec 2021
Neural Points: Point Cloud Representation with Neural Fields for Arbitrary Upsampling Wanquan Feng Jin Li Hongrui Cai Xiaonan Luo Juyong Zhang 3DPC 254 86 0 08 Dec 2021
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 267 108 0 03 Dec 2021
NeRF-SR: High-Quality Neural Radiance Fields using Supersampling Chen Wang Xian-Chun Wu Yuanchen Guo Song-Hai Zhang Yu-Wing Tai Shijia Hu 249 147 0 03 Dec 2021
Neural Point Light Fields Julian Ost I. Laradji Alejandro Newell Yuval Bahat Felix Heide 239 58 0 02 Dec 2021
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 485 720 0 01 Dec 2021
Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs Sameera Ramasinghe Simon Lucey 281 160 0 30 Nov 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 296 139 0 25 Nov 2021
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene RepresentationsComputer Vision and Pattern Recognition (CVPR), 2021 Mehdi S. M. Sajjadi H. Meyer Etienne Pot Urs M. Bergmann Klaus Greff ... Daniel Duckworth Alexey Dosovitskiy Jakob Uszkoreit Thomas Funkhouser Andrea Tagliasacchi ViT 349 229 0 25 Nov 2021
VaxNeRF: Revisiting the Classic for Voxel-Accelerated Neural Radiance Field Naruya Kondo Yuya Ikeda Andrea Tagliasacchi Y. Matsuo Yoichi Ochiai Shi Gu 167 21 0 25 Nov 2021
Joint stereo 3D object detection and implicit surface reconstruction Shichao Li Xijie Huang Zechun Liu Kwang-Ting Cheng 3DV 271 4 0 25 Nov 2021
CIRCLE: Convolutional Implicit Reconstruction and Completion for Large-scale Indoor Scene Haoxiang Chen Jiahui Huang Tai-Jiang Mu Shimin Hu 3DPC 99 7 0 25 Nov 2021
Online Adaptation for Implicit Object Tracking and Shape Reconstruction in the Wild Jianglong Ye Yuntao Chen Naiyan Wang Xiaolong Wang 3DPC 155 9 0 24 Nov 2021
Extracting Triangular 3D Models, Materials, and Lighting From Images Jacob Munkberg J. Hasselgren Tianchang Shen Jun Gao Wenzheng Chen Alex Evans Thomas Müller Sanja Fidler 388 455 0 24 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Forrest Iandola Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 847 734 0 22 Nov 2021
Understanding Pixel-level 2D Image Semantics with 3D Keypoint Knowledge EngineIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yang You Chengkun Li Yujing Lou Zhoujun Cheng Liangwei Li Lizhuang Ma Weiming Wang Cewu Lu 3DV 3DPC 99 2 0 21 Nov 2021
DIVeR: Real-time and Accurate Neural Radiance Fields with Deterministic Integration for Volume RenderingComputer Vision and Pattern Recognition (CVPR), 2021 Liwen Wu Jae Yong Lee Anand Bhattad Yuxiong Wang David A. Forsyth VGen 146 87 0 19 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 333 508 0 10 Nov 2021
Template NeRF: Towards Modeling Dense Shape Correspondences from Category-Specific Object Images Jianfei Guo Zhiyuan Yang Xi Lin Qingfu Zhang 3DH 237 5 0 08 Nov 2021
TermiNeRF: Ray Termination Prediction for Efficient Neural Rendering Martin Piala R. Clark 156 86 0 05 Nov 2021
Generative Occupancy Fields for 3D Surface-Aware Image SynthesisNeural Information Processing Systems (NeurIPS), 2021 Xudong Xu Xingang Pan Dahua Lin Bo Dai 3DH AI4CE 148 63 0 01 Nov 2021
Neural Disparity Refinement for Arbitrary Resolution StereoInternational Conference on 3D Vision (3DV), 2021 Filippo Aleotti Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi Samuele Salti S. Mattoccia Luigi Di Stefano 3DV 194 28 0 28 Oct 2021
NeRV: Neural Representations for Videos Hao Chen Bo He Hanyu Wang Yixuan Ren Ser-Nam Lim Abhinav Shrivastava 123 319 0 26 Oct 2021
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion Hongyi Xu Thiemo Alldieck C. Sminchisescu 3DH 230 199 0 26 Oct 2021
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit RepresentationsInternational Conference on 3D Vision (3DV), 2021 Simon Giebenhain Bastian Goldlücke 3DPC 113 17 0 22 Oct 2021
Creating and Reenacting Controllable 3D Humans with Differentiable RenderingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Thiago L. Gomes Thiago M. Coutinho Rafael Azevedo Renato Martins Erickson R. Nascimento 3DH 143 3 0 22 Oct 2021
NeuralBlox: Real-Time Neural Representation Fusion for Robust Volumetric Mapping S. Lionar L. Schmid Cesar Cadena Roland Siegwart Andrei Cramariuc 119 20 0 18 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 200 603 0 18 Oct 2021
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers Z. Shi Zhao Meng Yiran Xing Yunpu Ma Roger Wattenhofer ViT 184 36 0 17 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 267 12 0 13 Oct 2021
Differentiable Stereopsis: Meshes from multiple views using differentiable renderingComputer Vision and Pattern Recognition (CVPR), 2021 Shubham Goel Georgia Gkioxari Jitendra Malik 3DV 262 30 0 11 Oct 2021
A Skeleton-Driven Neural Occupancy Representation for Articulated HandsInternational Conference on 3D Vision (3DV), 2021 Korrawe Karunratanakul Adrian Spurr Zicong Fan Otmar Hilliges Siyu Tang 3DH 192 68 0 23 Sep 2021
Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering Youngjoon Kwon Dahun Kim Duygu Ceylan Henry Fuchs 3DH 275 204 0 15 Sep 2021
NEAT: Neural Attention Fields for End-to-End Autonomous DrivingIEEE International Conference on Computer Vision (ICCV), 2021 Kashyap Chitta Aditya Prakash Andreas Geiger 3DPC 272 249 0 09 Sep 2021
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering Bangbang Yang Yinda Zhang Yinghao Xu Yijin Li Han Zhou Hujun Bao Guofeng Zhang Zhaopeng Cui AI4CE 182 299 0 04 Sep 2021
CodeNeRF: Disentangled Neural Radiance Fields for Object Categories Wonbong Jang Lourdes Agapito 192 237 0 03 Sep 2021
NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo Yi Wei Gangyan Zeng Yongming Rao Wang Zhao Jiwen Lu Jie Zhou 217 276 0 02 Sep 2021
Common Objects in 3D: Large-Scale Learning and Evaluation of Real-life 3D Category ReconstructionIEEE International Conference on Computer Vision (ICCV), 2021 Jeremy Reizenstein Roman Shapovalov Philipp Henzler L. Sbordone Patrick Labatut David Novotny 3DPC 3DV 295 589 0 01 Sep 2021
Seeing Implicit Neural Representations as Fourier SeriesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Nuri Benbarka Timon Hofer Hamd ul Moqeet Riaz A. Zell AI4CE 165 67 0 01 Sep 2021
Learning Signed Distance Field for Multi-view Surface ReconstructionIEEE International Conference on Computer Vision (ICCV), 2021 Jingyang Zhang Yao Yao Long Quan 3DV 155 113 0 23 Aug 2021
Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction Brandon Leung Chih-Hui Ho Nuno Vasconcelos 161 5 0 23 Aug 2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential ObservationsIEEE International Conference on Computer Vision (ICCV), 2021 Zike Yan Yuxin Tian Xuesong Shi Ping Guo Peng Wang H. Zha CLL 169 52 0 12 Aug 2021
SIDER: Single-Image Neural Optimization for Facial Geometric Detail RecoveryInternational Conference on 3D Vision (3DV), 2021 Aggelina Chatziagapi ShahRukh Athar Francesc Moreno-Noguer Dimitris Samaras 3DH 150 10 0 11 Aug 2021
Differentiable Surface Rendering via Non-Differentiable SamplingIEEE International Conference on Computer Vision (ICCV), 2021 Forrester Cole Kyle Genova Avneesh Sud Daniel Vlasic Zhoutong Zhang 3DV 145 46 0 10 Aug 2021
Unsupervised Learning of Fine Structure Generation for 3D Point Clouds by 2D Projection MatchingIEEE International Conference on Computer Vision (ICCV), 2021 Chao Chen Zhizhong Han Yu-Shen Liu Matthias Zwicker 3DPC 155 40 0 08 Aug 2021